Granularity of Medical Software Agents in ICU -Trade-off Performance versus Flexibility. - Kristof Steurbaut; Sofie Van Hoecke; Kirsten Colpaert; Chris Danneels; Johan Decruyenaere; Filip De Turck (IDC, 2007)

Design of a flexible platform for execution of medical decision support agents in the intensive care unit. - Filip De Turck; Johan Decruyenaere; Pieter Thysebaert; Sofie Van Hoecke; Bruno Volckaert; Chris Danneels; Kirsten Colpaert; Georges De Moor (Comput. Biol. Medicine, 2007)

Design of a JAIN SLEE/ESB-based platform for routing medical data in the ICU. - Bruno Van Den Bossche; Sofie Van Hoecke; Chris Danneels; Johan Decruyenaere; Bart Dhoedt; Filip De Turck (Comput. Methods Programs Biomed., 2008)

Support vector machine versus logistic regression modeling for prediction of hospital mortality in critically ill patients with haematological malignancies. - Thierry Verplancke; Stijn Van Looy; Dominique Benoit; Stijn Vansteelandt; Pieter Depuydt; Filip De Turck; Johan Decruyenaere (BMC Medical Informatics Decis. Mak., 2008)

Automatic WS-BPEL Composition of Medical Support Services in the ICU. - Sofie Van Hoecke; Kristof Steurbaut; Yannick Beheyt; Frederik Debruyne; Bart Dhoedt; Johan Decruyenaere; Filip De Turck (eTELEMED, 2009)

Design of Software Services for Computer-Based Infection Control and Antibiotic Management in the Intensive Care Unit. - Kristof Steurbaut; Sofie Van Hoecke; Kristof Taveirne; Kristof Lamont; Filip De Turck; Kirsten Colpaert; Pieter Depuydt; Dominique Benoit; Chris Danneels; Johan Decruyenaere (eTELEMED, 2009)

Automated generation and deployment of clinical guidelines in the ICU. - Femke De Backere; Hendrik Moens; Kristof Steurbaut; Filip De Turck; Kirsten Colpaert; Chris Danneels; Johan Decruyenaere (CBMS, 2010)

Design of a probabilistic ontology-based clinical decision support system for classifying temporal patterns in the ICU: A sepsis case study. - Femke Ongenae; Tom Dhaene; Filip De Turck; Dominique Benoit; Johan Decruyenaere (CBMS, 2010)

On the Design of a Management Platform for Antibiotic Guidelines in the Intensive Care Unit. - Femke De Backere; Kristof Steurbaut; Filip De Turck; Kirsten Colpaert; Johan Decruyenaere (ICSEA, 2010)

Dynamic composition of medical support services in the ICU: Platform and algorithm design details. - Anna Hristoskova; Dieter Moeyersoon; Sofie Van Hoecke; Stijn Verstichel; Johan Decruyenaere; Filip De Turck (Comput. Methods Programs Biomed., 2010)

Has information technology finally been adopted in Flemish intensive care units? - Kirsten Colpaert; Sem Vanbelleghem; Christian Danneels; Dominique Benoit; Kristof Steurbaut; Sofie Van Hoecke; Filip De Turck; Johan Decruyenaere (BMC Medical Informatics Decis. Mak., 2010)

Towards computerizing intensive care sedation guidelines: design of a rule-based architecture for automated execution of clinical guidelines. - Femke Ongenae; Femke De Backere; Kristof Steurbaut; Kirsten Colpaert; Wannes Kerckhove; Johan Decruyenaere; Filip De Turck (BMC Medical Informatics Decis. Mak., 2010)

A novel time series analysis approach for prediction of dialysis in critically ill patients using echo-state networks. - Thierry Verplancke; Stijn Van Looy; Kristof Steurbaut; Dominique Benoit; Filip De Turck; Georges De Moor; Johan Decruyenaere (BMC Medical Informatics Decis. Mak., 2010)

Towards automated generation and execution of clinical guidelines: Engine design and implementation through the ICU Modified Schofield use case. - Femke De Backere; Hendrik Moens; Kristof Steurbaut; Kirsten Colpaert; Johan Decruyenaere; Filip De Turck (Comput. Biol. Medicine, 2012)

COSARA: Integrated Service Platform for Infection Surveillance and Antibiotic Management in the ICU. - Kristof Steurbaut; Kirsten Colpaert; Bram Gadeyne; Pieter Depuydt; Peter Vosters; Christian Danneels; Dominique Benoit; Johan Decruyenaere; Filip De Turck (J. Medical Syst., 2012)

Design and Evaluation of a Service Oriented Architecture for Paperless ICU Tarification. - Kristof Steurbaut; Kirsten Colpaert; Sofie Van Hoecke; Sabrina Steurbaut; Chris Danneels; Johan Decruyenaere; Filip De Turck (J. Medical Syst., 2012)

Time series classification for the prediction of dialysis in critically ill patients using echo statenetworks. - Femke Ongenae; Stijn Van Looy; David Verstraeten; Thierry Verplancke; Dominique Benoit; Filip De Turck; Tom Dhaene; Benjamin Schrauwen; Johan Decruyenaere (Eng. Appl. Artif. Intell., 2013)

Autonomic care platform for optimizing query performance. - Kristof Steurbaut; Steven Latré; Johan Decruyenaere; Filip De Turck (BMC Medical Informatics Decis. Mak., 2013)

Digital Dr. House: A Semantic Alerting Platform for the ICU. - Femke Ongenae; Bram Gadeyne; Femke De Backere; Liesbet De Bus; Pieter Depuydt; Johan Decruyenaere; Filip De Turck (SWAT4LS, 2015)

Predictive modelling of survival and length of stay in critically ill patients using sequential organ failure scores. - Rein Houthooft; Joeri Ruyssinck; Joachim van der Herten; Sean Stijven; Ivo Couckuyt; Bram Gadeyne; Femke Ongenae; Kirsten Colpaert; Johan Decruyenaere; Tom Dhaene; Filip De Turck (Artif. Intell. Medicine, 2015)

Nonlinear dynamics of the patient's response to drug effect during general anesthesia. - Clara M. Ionescu; José António Tenreiro Machado; Robin De Keyser; Johan Decruyenaere; Michel M. R. F. Struys (Commun. Nonlinear Sci. Numer. Simul., 2015)

Random Survival Forests for Predicting the Bed Occupancy in the Intensive Care Unit. - Joeri Ruyssinck; Joachim van der Herten; Rein Houthooft; Femke Ongenae; Ivo Couckuyt; Bram Gadeyne; Kirsten Colpaert; Johan Decruyenaere; Filip De Turck; Tom Dhaene (Comput. Math. Methods Medicine, 2016)

Positive blood culture detection in time series data using a BiLSTM network. - Leen De Baets; Joeri Ruyssinck; Thomas Peiffer; Johan Decruyenaere; Filip De Turck; Femke Ongenae; Tom Dhaene (CoRR, 2016)

Accurate prediction of blood culture outcome in the intensive care unit using long short-term memory neural networks. - Tom Van Steenkiste; Joeri Ruyssinck; Leen De Baets; Johan Decruyenaere; Filip De Turck; Femke Ongenae; Tom Dhaene (Artif. Intell. Medicine, 2019)

Overly Optimistic Prediction Results on Imbalanced Data: Flaws and Benefits of Applying Over-sampling. - Gilles Vandewiele; Isabelle Dehaene; György Kovács 002; Lucas Sterckx; Olivier Janssens; Femke Ongenae; Femke De Backere; Filip De Turck; Kristien Roelens; Johan Decruyenaere; Sofie Van Hoecke; Thomas Demeester (CoRR, 2020)

Clinical information extraction for preterm birth risk prediction. - Lucas Sterckx; Gilles Vandewiele; Isabelle Dehaene; Olivier Janssens; Femke Ongenae; Femke De Backere; Filip De Turck; Kristien Roelens; Johan Decruyenaere; Sofie Van Hoecke; Thomas Demeester (J. Biomed. Informatics, 2020)

Overly optimistic prediction results on imbalanced data: a case study of flaws and benefits when applying over-sampling. - Gilles Vandewiele; Isabelle Dehaene; György Kovács 002; Lucas Sterckx; Olivier Janssens; Femke Ongenae; Femke De Backere; Filip De Turck; Kristien Roelens; Johan Decruyenaere; Sofie Van Hoecke; Thomas Demeester (Artif. Intell. Medicine, 2021)

The concept of justifiable healthcare and how big data can help us to achieve it. - Wim van Biesen; Catherine Van Der Straeten; Sigrid Sterckx; Johan Steen; Lisa Diependaele; Johan Decruyenaere (BMC Medical Informatics Decis. Mak., 2021)

An exploration of expectations and perceptions of practicing physicians on the implementation of computerized clinical decision support systems using a Qsort approach. - Wim van Biesen; Daan Van Cauwenberge; Johan Decruyenaere; Tamara Leune; Sigrid Sterckx (BMC Medical Informatics Decis. Mak., 2022)

Synthetic Data: Can We Trust Statistical Estimators? - Alexander Decruyenaere; Heidelinde Dehaene; Paloma Rabaey; Christiaan Polet; Johan Decruyenaere; Stijn Vansteelandt; Thomas Demeester (CoRR, 2023)

Debiasing Synthetic Data Generated by Deep Generative Models. - Alexander Decruyenaere; Heidelinde Dehaene; Paloma Rabaey; Johan Decruyenaere; Christiaan Polet; Thomas Demeester; Stijn Vansteelandt (NeurIPS, 2024)

The Real Deal Behind the Artificial Appeal: Inferential Utility of Tabular Synthetic Data. - Alexander Decruyenaere; Heidelinde Dehaene; Paloma Rabaey; Christiaan Polet; Johan Decruyenaere; Stijn Vansteelandt; Thomas Demeester (UAI, 2024)